Knowledge Graphs

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Knowledge Graphs

Lehrveranstaltung mit SWS 2/2/0 (Vorlesung/Übung/Praktikum) in WS 2018

Dozent

Tutor

Umfang (SWS)

  • 2/2/0

Module

Leistungskontrolle

  • Mündliche Prüfung

Knowledge graphs are becoming an important paradigm in industry and research, with applications including prominent examples such as Google's own Knowledge Graph, Wikipedia's knowledge base sister Wikidata, and numerous artificial intelligence projects from Alexa to Siri. Meanwhile, companies are exploring the use of their own enterprise knowledge graphs for improving internal knowledge management.

With so many facets, knowledge graphs are a cross-cutting topic in computer science that involves aspects of data management (graph databases, file formats), publication (exchange formats, data integration), knowledge organisation (constraints, ontologies), and advanced analytics (expressive query languages, graph data mining). On each of these levels, there is some interesting theory and some interesting technology to be learned. This course will cover a colourful mix of technologies and methods related to the use of graphs for data analysis, knowledge representation, and data management.

Schedule and Location

All dates are published on this page (see Dates & Materials above)

  • The weekly lecture sessions will take place on Tuesdays DS3 (11:10 to 12:40).
  • The weekly exercise session will take place on Tuesdays DS5 (14:50 to 16:20).
The first lecture will take place in the second week, i.e., on 16 Oct 2018
  • All sessions will take place in room APB/E005.

Veranstaltungskalender abonnieren (icalendar)

Vorlesung Introduction and Motivation DS3, 16. Oktober 2018 in APB E005 Download Download
Übung Introduction to Python DS5, 16. Oktober 2018 in APB E005 Download
Vorlesung Encoding Graphs in RDF DS3, 23. Oktober 2018 in APB E005 Download Download
Übung Getting to Know Graphs DS5, 23. Oktober 2018 in APB E005 Download
Vorlesung Modelling in RDF DS3, 30. Oktober 2018 in APB E005 Download Download
Übung Resource Description Framework DS5, 30. Oktober 2018 in APB E005 Download
Vorlesung Introduction to SPARQL DS3, 6. November 2018 in APB E005 Download Download
Übung RDF Modelling DS5, 6. November 2018 in APB E005 Download
Vorlesung Wikidata, the Wikimedia knowledge graph DS3, 13. November 2018 in APB E005 Download Download
Übung SPARQL DS5, 13. November 2018 in APB E005 Download
Vorlesung Advanced SPARQL: Property paths and Filters DS3, 20. November 2018 in APB E005 Download Download
Übung Wikidata DS5, 20. November 2018 in APB E005 Download
Vorlesung Advanced SPARQL: Query operators and Aggregates DS3, 27. November 2018 in APB E005 Download Download
Übung Advanced SPARQL DS5, 27. November 2018 in APB E005 Download
Vorlesung SPARQL: complexity and outlook DS3, 4. Dezember 2018 in APB E005 Download Download
Übung More Advanced SPARQL DS5, 4. Dezember 2018 in APB E005 Download
Vorlesung Limits of SPARQL / Introduction to Property Graphs DS3, 11. Dezember 2018 in APB E005 Download Download
Übung SPARQL Expressivity and Complexity DS5, 11. Dezember 2018 in APB E005 Download
Vorlesung Querying Property Graphs DS3, 18. Dezember 2018 in APB E005
Übung (TBA) DS5, 18. Dezember 2018 in APB E005
Vorlesung (TBA) DS3, 8. Januar 2019 in APB E005
Übung (TBA) DS5, 8. Januar 2019 in APB E005
Vorlesung (TBA) DS3, 15. Januar 2019 in APB E005
Übung (TBA) DS5, 15. Januar 2019 in APB E005
Vorlesung (TBA) DS3, 22. Januar 2019 in APB E005
Übung (TBA) DS5, 22. Januar 2019 in APB E005
Vorlesung (TBA) DS3, 29. Januar 2019 in APB E005
Übung (TBA) DS5, 29. Januar 2019 in APB E005


Kalender

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